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support-vector-classifier

Here are 98 public repositories matching this topic...

OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis

Updated Jan 17, 2021
Python

howardyclo / NTHU-Machine-Learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

machine-learning deep-neural-networks deep-learning course-materials neural-network svm assignment adaboost support-vector-machines nthu support-vector-classifier svr support-vector-regression

Updated Jun 20, 2017
Python

maximer-v / quantum-machine-learning

This is an exploration using synthetic data in CSV format to apply QML models for the sake of binary classification. You can find here three different approaches. Two with Qiskit (VQC and QK/SVC) and one with Pennylane (QVC).

qml quantum quantum-computing support-vector-machines quantum-programming-language quantum-algorithms support-vector-classifier quantum-machine-learning synthetic-data qiskit qiskit-tutorial qiskit-aqua qml-applications pennylane variational-quantum-classifier quantum-kernel

Updated Jan 14, 2024
Jupyter Notebook

Ansu-John / Classification-Models

Build and evaluate various machine learning classification models using Python.

machine-learning naive-bayes-classifier decision-tree-classifier svm-classifier support-vector-classifier knearest-neighbor-classifier random-forest-classifier classification-model logistic-regression-classifier

Updated Nov 22, 2020
Jupyter Notebook

mdkearns / credit-approval-prediction

Predicting whether or not a customer will be approved for a credit card based on 15 predictor variables.

python data-science machine-learning random-forest numpy svm scikit-learn pandas data-analysis support-vector-machine data-preprocessing support-vector-classifier random-forest-classifier

Updated Jul 5, 2018
Jupyter Notebook

rifatSDAS / satellite_machine_learning

Unsupervised and supervised learning for satellite image classification

scikit-learn satellite-data support-vector-machines classifications kmeans-clustering rasterio scikitlearn-machine-learning support-vector-classifier sentinel-2 sentinel-1 sentinel-3 sentinels scikit-learn-python

Updated Mar 9, 2022
Jupyter Notebook

somenath203 / Suicide-Depression-Predictor

Click below to checkout the website live

react docker dockerfile machine-learning jupyter reactjs sweetalert2 ml render support-vector-machine support-vector-classifier tailwind tailwindcss fastapi vercel

Updated Sep 21, 2023
Jupyter Notebook

Machine-Learning

kumarpython / Machine-Learning

Machine Learning with Python, Numpy & SciKitLearn

machine-learning clustering numpy linear-regression scikit-learn seaborn feature-selection supervised-learning logistic-regression matplotlib feature-engineering unsupervised-learning support-vector-machines kmeans-clustering support-vector-classifier knn-classification support-vector-regression heirarchical-clustering gmm-clustering

Updated Jul 25, 2022
Jupyter Notebook

indrapaul824 / Binary-Classification-Web-App

A web app for visualizing Binary Classification Results using Streamlit module in Python deployed on Heroku.

machine-learning web-app logistic-regression binary-classification heroku-deployment support-vector-classifier model-deployment random-forest-classifier streamlit-dashboard

Updated Dec 3, 2020
Python

StarlangSoftware / Classification-CS

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis classification-algorithm support-vector-classifier multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm bagging-trees autoencoder-classification

Updated May 11, 2024
C#

tboudart / Life-Expectancy-Regression-Analysis-and-Classification

I contributed to a group project using the Life Expectancy (WHO) dataset from Kaggle where I performed regression analysis to predict life expectancy and classification to classify countries as developed or developing. The project was completed in Python using the pandas, Matplotlib, NumPy, seaborn, scikit-learn, and statsmodels libraries. The r…

python numpy scikit-learn pandas seaborn naive-bayes-classifier jupyter-notebooks ridge-regression statsmodels decision-tree-classifier gradient-boosting-classifier lasso-regression support-vector-classifier random-forest-classifier random-forest-regression ordinary-least-squares matplotlib-pyplot k-nearest-neighbor-classifier adaboost-classifier

Updated Jun 29, 2021
Jupyter Notebook

krish1919ls / machine_learning_models

Assignments from Applied Machine Learning Class (UTD BUAN-6341)

python linear-regression expectation-maximization artificial-neural-networks logistic-regression random-projections principal-component-analysis hyperparameter-tuning decision-tree-classifier gradient-descent-algorithm support-vector-classifier k-means-clustering independent-component-analysis knn-classifier adaboost-classifier

Updated Feb 27, 2022
Jupyter Notebook

Ruban2205 / Iris_Classification

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

machine-learning logistic-regression iris-dataset support-vector-classifier logistic-regression-algorithm navie-bayes-algorithm iris-classification k-nearest-neighbor-classifier

Updated Oct 4, 2023
Jupyter Notebook

sherwyn11 / Skylearn.py

A simple Flask application for data preprocessing, visualization and classification

flask machine-learning numpy pandas naive-bayes-classifier classification html-css-javascript decision-tree-classifier support-vector-classifier random-forest-classifier chartsjs linear-classifier

Updated Apr 12, 2021
Python

Tekraj15 / MLWebAppForBinaryClassificationOfMushroom

Interactive ML web application will allow users to choose classification algorithm, let them interactively set hyper-parameter values, and Input Image.

machine-learning artificial-intelligence classification-algorithm mushroom support-vector-classifier random-forest-classifier

Updated Sep 4, 2020
Python

lionelsamrat10 / Iris-Flower-Prediction-Machine-Learning-Web-App

Created a web app, that predicts the type of flower using Iris Dataset by the University of California, Irvine

python flask machine-learning jinja2 classification support-vector-machines iris-dataset support-vector-classifier

Updated Nov 30, 2021
HTML

Abrar2652 / Naive-Bees-Classifier

A machine learning model after detailed image processing applications that classifies a bee as either honey bee or bumble bee

machine-learning pillow image-manipulation image-classification python-3 support-vector-classifier naive-bees-classifier numpy-matrix

Updated Jun 27, 2021
Jupyter Notebook

aryapangestu / Spada_Klasfikasi-Kualitas-Udara

Dari dataset tersebut akan mengklasifikasi kualitas pencemaran udara berdasarkan kategori perhitungan indeks standar pencemaran udara. Dimana dataset Indeks Standar Pencemaran Udara (ISPU) Tahun 2021 yang didapatan dari website Jakarta Open data dengan link: https://data.jakarta.go.id/dataset/indeks-standar-pencemaran-udara-ispu-tahun-2021

python heroku artificial-intelligence decision-tree-classifier support-vector-classifier random-forest-classifier

Updated Jun 24, 2022
Python

grvnair / heart-failure-prediction

Compared the metrics and performance of different classification algorithms on Heart Failure dataset from UCI ML Repository

machine-learning logistic-regression evaluation-metrics decision-tree-classifier classification-algorithm f1-score support-vector-classifier random-forest-classifier classification-model knearest-neighbors accuracy-score precision-recall

Updated Mar 3, 2023
Jupyter Notebook

tharangachaminda / banknotes_analysis

Python project for Banknotes Analysis.

portfolio machine-learning jupyter-notebook python3 logistic-regression hyperparameter-tuning classification-algorithm support-vector-classifier random-forest-classifier knn-classifier gridsearch hyperpara banknotes-auth

Updated Feb 14, 2024
Jupyter Notebook

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